Introduction to Major – Healthcare Data Science and Artificial Intelligence
* Curriculum course may change depending on the operational status of major courses.
- Common Course
- Major Ability
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- Basic Competency on Software Development
- Major Exploration Course (*Liberal Arts Elective)
- AI and Future World, What’s Data Science?
- Introductory Major Course
- Required Course
- Medical Data
- Major Ability
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- Understanding of Basic Medical Science and Medical Information System
- Medical Information Standardization and Healthcare Data Processing
- Elective
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Core Modules for Data Science
- Healthcare Bigdata Theory
- Basic Python Programming
- Data Mining
- Basic AI
- Capstone Project I
- Capstone Project II
Modules for Medical Information
- Understanding of Epidemiology and Disease
- Basic Health Data Analysis
- Pathophysiology and Principle of Drug Treatment
- Understanding of Medical Informatics
- Understanding of Medical Image Data
- Medical Data Ethics and Security
- Related Companies
-
Public Institutes
- National Health Insurance Corporation
- Health Insurance Review & Assessment Service
- Korea Disease Control & Prevention Agency
- Korea Health Industry Promotion Agency
- Korea Health Information Service등
- IMS IQVIA
- Insurance review departments in general hospitals
- Pathophysiology and Principle of Drug Treatment
- Global pharmaceutical companies
- Medical device companies
- Data Science
- Major Ability
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- Data-Centered Thinking Ability
- Understanding of Data Analysis Technique
- Elective
-
Core Modules for Data Science
- Healthcare Bigdata Theory
- Basic Python Programming
- Data Mining
- Basic AI
- Capstone Project I
- Capstone Project II
Modules for Data Analysis
- Business Intelligence
- Basic R Programming
- Database and SQL
- Data Visualization
- Advanced Python Programming
- Basic Data Analysis
- Text Mining
- Related Companies
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- Naver
- NHN
- Kakao
- Kt
- SK
- LG CNS
Public Institutes
- National Health Insurance Corporation
- Health Insurance Review & Assessment Service
- Korea Disease Control & Prevention Agency
- Korea Health Industry Promotion Agency
- Korea Health Information Service
Global New Drug Development Company
- Bayer
- Novartis
- MSD, Etc.
- AI Convergence
- Major Ability
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- AI Model Selection and Utilization
- Software Convergent Thinking
- Elective
-
Core Modules for Data Science
- Healthcare Bigdata Theory
- Basic Python Programming
- Data Mining
- Basic AI
- Capstone Project I
- Capstone Project II
Modules for AI Convergence
- Mathematics for AI
- Machine Learning Theory and Practice
- TensorFlow Practice
- Cloud Computing
- Natural Language Processing
- Understanding of Medical Image Data
- Related Companies
-
- AI-related start-ups
- Image diagnosis companies
- Pecision medical companies
- Surgical robotic companies
Global New Drug Development Company
- Bayer
- Novartis
- MSD, Etc.
- Convergence Digital Healthcare
- Major Ability
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- Understanding of Digital Health Industry
- Biosignal Analysis and Diagnosis
- Elective
-
Core Modules for Data Science
- Healthcare Bigdata Theory
- Basic Python Programming
- Data Mining
- Basic AI
- Capstone Project I
- Capstone Project II
Modules for Digital Healthcare
- Mathematics for AI
- Machine Learning Theory and Practice
- Basic Health Data Analysis
- Understanding of Medical Image Data
- Medical Data Ethics and Security
Digital HealthcareModules for Digital Health Industry Innovation
- Digital Healthcare Innovation Technology
- Remote Medical and Point of Care Technology
- Healthcare Industry Analytics
- Healthcare Industry Fostering Policy
- Digital Healthcare Industry
- Related Companies
-
Public Institutes
- National Health Insurance Corporation
- Health Insurance Review & Assessment Service
- Korea Disease Control & Prevention Agency
- Korea Health Industry Promotion Agency
- Korea Health Information Service
- Convergence Omics Bigdata Analysis
- Major Ability
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- Understanding of Basic Life Science and Genome
- Genome Data Processing and Analysis
- Elective
-
Core Modules for Data Science
- Healthcare Bigdata Theory
- Basic Python Programming
- Data Mining
- Basic AI
- Capstone Project I
- Capstone Project II
Modules for Pharmaceutical and Biodata
- Pathophysiology and Principle of Drug Treatment
- Basic R Programming
- Advanced Biomedicine and Future Medicine
- New AI Drug Development
- Medical Data Ethics and Security
Systems Biomedical ScienceModules for Bioinformation Bigdata
- Biomedical Data Analysis
- Genome Informatics
- Medical Genetics
- Bioinformatics
- Related Companies
- Pharmaceutical company, genome research institute, Macrogen, GC Genome, Theragen, DNA Link, EDGC
- Convergence Business Analytics
- Major Ability
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- Data-Based Market Analysis and Business Modeling
- Marketing and Financial Analytics
- Elective
-
Core Modules for Data Science
- Healthcare Bigdata Theory
- Basic Python Programming
- Data Mining
- Basic AI
- Capstone Project I
- Capstone Project II
Modules for Business Intelligence
- Business Intelligence
- Basic R Programming
- Machine Learning Theory and Practice
- Understanding and Utilization of Blockchain
- Data Visualization
Business AdministrationConvergence Modules for Data Analysis
- Business Analytics
- Principles of Marketing
- Marketing Analytics
- Financial Management
- Financial Bigdata Analysis
- Related Companies
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Public Institutes
- Statistics Korea
- Consulting companies
- Marketing departments in large companies
- Securities, insurance, and credit information companies
Survey Institutes
- Gallup Korea
- Nielsen Korea